Introduction
Cerebrovascular disease and Alzheimer's disease (AD) lesions are very common in older people, and accumulate with age. Cerebrovascular lesions can directly reduce cognitive status: vascular dementia is the second most-common cause of clinical dementia after AD. In addition, cerebrovascular lesions worsen the impact of AD and other dementia pathologies, and may contribute to AD aetiology. This spectrum is reflected in the concept of Vascular contributions to Cognitive Impairment and Dementia (VCID)1.
There are numerous vascular pathologies underlying VCID2–4. The most prevalent is cerebral small vessel disease (SVD), or arteriolosclerosis, in small arteries (outer diameter up to ~ 200µm) that supply deep nuclei and deep white matter areas in the human brain2, 3, 5, 6. Parenchymal lesions associated with SVD vasculopathy are small focal infarcts (“lacunes”), diffuse white matter lesions (WML), and microhemorrhages3, 4, 6. Other VCID-related vascular pathologies include microatheroma, venous collagenosis and cerebral amyloid angiopathy (CAA)1, 3, 6.
The limitations of animal models for VCID are well-known1, 7, 8. Experimental species differ from humans in terms of lifespan, relative white matter abundance, large artery dimensions (Figure 1) and in size and morphology of deep penetrating arteries (Figure 2). Nevertheless, animal paradigms provide valuable insights into mechanisms, progression and possible therapies in VCID. All experimental use of animals for human health-related research carries ethical responsibilities, and must be governed by internationally-agreed Animal Research: Reporting of In Vivo Experiments (ARRIVE) guidelines (www.nc3rs.org.uk/arrive-guidelines). Here we update a previous systematic review of VCID-relevant models8 (Online Supplement, please see http://stroke.ahajournals.org) and summarize instructive examples (Table 1).
Figure 1.
Lifespan and cerebral large artery diameter, white matter content and blood flow: comparison across species.
A, normal lifespan (open circles) and outer diameter of the middle cerebral artery just off the circle of Willis (MCA; filled circles, microns). Typical data for mouse (Ms), rat, cat, dog, monkey (Macaque) and human.
B, white matter volume as a fraction (%) of total cerebral volume (squares), global CBF (filled circles) and white matter CBF (WM; open circles). X-axis shows greatest whole brain width in coronal section (mm).
Figure 2.
Deep penetrating arteries in rat, pig, monkey and human.
A, adult SHRSP male rat, age 8 months. Small penetrating artery within the caudate nucleus is labelled immunohistochemically for smooth muscle α-actin (brown, DAB chromagen).
B, young adult domestic pig, age 29 weeks. Small artery within subcortical white matter. Periodic acid-Schiff (PAS) stain labels connective tissue within the artery wall bright pink.
C, adult monkey, Macaca mulatta (archive material). Small penetrating artery in the caudate nucleus stained with phosphotungstic acid-haematoxylin (PTAH).
D, older human (male, aged 76 y) with severe small vessel disease. In small penetrating arteries within deep subcortical white matter, the basement membrane is labelled immunohistochemically for collagen-α1IV (brown). Note the endothelium (arrow) and an advential layer of collagen-α1IV (arrowheads).
Unpublished data (AHH). In all cases, nuclear chromatin is counterstained with haematoxylin (blue). Scale bars 20 µm.
Table 1.
Overview of selected VCID-relevant models
Model | Cognitive Impairment |
Brain Pathology | Selected References |
---|---|---|---|
Global hypoperfusion: rat 2VO, 2VGO; mouse BCAS, ACAS |
Working memory deficits; later, RM deficits (MWM, Barnes maze, Y- maze) |
Diffuse WML; some BBB deficit, microglial activation; micro-haemorrhages at 6 mo. |
9–12 |
Global hypoperfusion: baboon 3VO |
Not reported | Progressive, diffuse WML; transient microglial activation; transient global BBB opening |
13 |
SHRSP, with JPD and UCCAo |
Memory deficits (MWM) |
Diffuse WML; neuroinflammation, BBB deficit |
14–16 |
HHCy in mice, rats |
Learning deficits (MWM) |
Micro-haemorrhages; CAA | 17–20 |
Notch3 transgenic mice |
Not reported | Vessel fibrosis; later, WML; reduced CBF. No BBB deficit |
21–24 |
ApoE deficient mice |
Learning deficits (MWM, Barnes maze) |
BBB deficit (from 2 weeks); CAA |
25–28 |
Abbreviations: BBB: blood-brain barrier. BCAS: bilateral carotid artery stenosis. CAA: cerebral amyloid angiopathy. JPD: Japanese permissive diet. MWM: Morris water maze. RM: reference memory. UCCAo: unilateral common carotid artery occlusion. 2VGO: two-vessel gradual occlusion. 3VO: three vessel occlusion.
Hypoperfusion: rats and mice
Bilateral surgical ligation of the common carotid arteries (2VO) in rats remains the most frequently-used model8 (see Online Supplement). Bilateral carotid artery stenosis (BCAS) in mice, using metal coils to narrow the arteries by 50%, produces a less-severe, chronic global hypoperfusion29, 30. BCAS mice develop some white-matter damage, increased BBB permeability and cognitive impairment29, 31. F18-FDG-PET indicates a decrease in hippocampal glucose utilization 6 months post-BCAS. In the radial maze and Barnes maze tasks, working memory was impaired at 30 days. Impaired reference memory was also detected at 5–6 months post-surgery8, 9.
After six months of stenosis the animals display significantly (30%) reduced fractional anisotropy on diffusion tensor imaging in white matter areas9. Histologically, they exhibit thickened basement membrane collagen IV (relative to one month post-BCAS and sham-operated animals)9 and hippocampal atrophy with pyknotic and apoptotic cells from 6–8 months post-surgery29. An unexpected finding in BCAS mice is the incidence at six months of subcortical haemorrhagic lesions, detected on MRI and confirmed histologically9. The haemorrhagic lesions, and an astroglial response with unusual distribution of aquaporin-4, suggest a pathological process additional to global hypoperfusion9, 30.
In order to produce more gradual CBF reduction, ameroid micro-constrictor cuffs filled with casein (which swells on absorbing water) are placed around the carotid arteries of rats10. In rats gradual bilateral occlusion (2VGO) over 2–3 days leads to comparable CBF reduction and white matter damage, with lower mortality and hippocampal neuronal death, relative to the standard 2VO rat model8, 10. 2VGO in hypertensive (SHR) rats produced a gradual reduction in global CBF (to 68% of baseline values, after 7 days) and cognitive impairment in the Y-maze12. Mice with an ameroid constrictor placed on one common carotid artery and a microcoil causing 50% stenosis on the other (“ACAS” mice) exhibit subcortical infarcts in addition to diffuse white matter damage11. ACAS mice exhibited gradual reduction of CBF over 28 days, and multiple infarct damage in subcortical regions ipsilateral to the ameroid constrictor cuff, observed in 81% of the mice11. At day 28 post-surgery, ACAS mice showed significant decrease in spatial working memory11.
Hypoperfusion: baboons
In adult baboons (Papio anubis; age 12 years or more) occluding one vertebral and both internal carotid arteries (termed three vessel occlusion; 3VO), led to a severe hypoperfusion state13. Activation of microglia was marked at 3 days post-occlusion, and plasma extravasation at 7–14 days, both being resolved by 28 days. From 7 days post-occlusion these animals developed progressive white matter pallor and vacuolation in the corpus callosum, deep subcortical and periventricular white matter areas, with some demyelination, up to sacrifice at 28 days13. While a primate surgical model poses substantial logistic challenges, data from a human-like experimental species with extensive white matter are uniquely valuable7, 32, 33. For VCID-relevant research, it is notable that ageing baboons exhibit both β-amyloid and tau neuropathology.
Hypoperfusion paradigms in relation to clinical SVD and VCID
Regional CBF in white-matter is universally low across species (figure 1). This is generally considered to explain the white matter predilection for diffuse hypoperfusion lesions. In human brain the deep subcortical white matter is supplied by the distal fields of deep penetrating medullary arteries (length 50 mm or more) arising from the leptomeningeal branches of the anterior, middle and posterior cerebral arteries. Thus, even under normal circumstances this deep white matter is subject to relatively low perfusion pressure. Though there are some anastomoses between these vessels34, an episode of profound global hypoperfusion (eg. acute ICA occlusion) causes white matter infarcts in a characteristic deep or internal borderzone distribution35. Experimental induction of abnormally-low perfusion pressure in an animal (e.g. 2VO or 3VO models) would be expected to cause ischaemic white matter damage with a similar pattern.
A caveat is that pathogenesis of WML in these hypoperfusion models is very different from human SVD. The majority of WML and lacunes in humans are thought to arise as a direct result of local small vessel wall changes3 not from embolic events or episodes of global hypoperfusion. Hence, while experimental proximal large vessel occlusion will cause white matter changes, the distribution of lesions is likely to be more confined and stereotyped, and other features contributing to the local milieu in chronic hypertensive arteriopathy, such as blood brain barrier (BBB) dysfunction, are likely to be different in such models, or absent. Further, any vascular adaptions such as ischaemic preconditioning36 are unlikely, except where occlusion is more gradual (e.g. 2VGO).
Hypertensive rodents with co-morbidities
Spontaneously hypertensive stroke prone rats (SHRSP) develop severe hypertension from 9–12 weeks of age and typically exhibit stroke lesions at 9–12 months, with 90% mortality by 12 months of age8. Stroke lesions are frequently haemorrhagic in nature and are unpredictable in timing, severity, location and behavioural outcome. In the absence of co-morbidities, stroke-free SHRSP exhibit little white matter change on MRI or histologically14, 37, 38. In SHRSP subjected to unilateral carotid artery occlusion (UCCAo), then a combination of low-protein, high salt diet (so-called “Japanese permissive diet”, JPD) and NaCl (1%w/v)-supplemented drinking water, diffuse WML were seen on MRI14. These were accompanied by impaired performance in the Morris water maze (MWM). Histologically there was loss of myelin, signs of inflammatory response and matrix metalloproteinase-mediated BBB disruption14. While mature oligodendrocytes were depleted in white matter of SHRSP, oligodendrocyte progenitor cells paradoxically increased in density14, 37. The WML were accompanied by hypoperfusion, determined by arterial spin labelling MRI, and reduced brain tissue pO2 measured by electron paramagnetic resonance15. Hypoxia-induced HIF-1, activating MMP-2, may be the pathway for BBB disruption. The antibiotic minocycline has both anti-inflammatory and anti-apoptotic activity. Young SHRSP were treated with this drug (50mg/kg ip, every 2 days) for 9 weeks, following the UCCAo surgery and transfer to JPD. Minocycline-treated animals showed an impressive protection from WML on MRI, modest improvement in the MWM, and increased lifespan, relative to vehicle-treated animals16.
While SHRSP develop severe hypertension, milder chronic hypertension is induced by supplementing drinking water with the NOS-inhibitor L-NAME39, or chronic infusion of angiotensin II by minipump40. Mice receiving a “sub-pressor” infusion of angiotensin II develop mild hypertension (MABP 90 mmHg, relative to 70 mmHg in saline-infused controls)40. In addition to vascular actions, sub-pressor concentrations of the hypertensive agent may have direct effects on neural organization and metabolism.
Hyperhomocysteinemia in mice and rats
Elevated plasma concentration of the non-essential amino acid homocysteine, termed hyperhomocysteinemia (HHCy), is a risk factor for VCID41. In wildtype mice a diet deficient in three B-vitamins (B6, B9-folate and B12) resulted in HHCy within 10 weeks, accompanied by reduced capillary density in brain tissue and impaired performance in MWM17. The same dietary regime also exacerbated cognitive impairment in APP transgenic mice18.
Maintaining wildtype mice for 12 weeks on a diet enriched for the HCy precursor methionine, in addition to B6/B9/B12-defficiency, resulted in plasma [homocysteine] in the range 70–90 µmol/l19 classified as “moderate” HHCy in mice19, 41 (physiological range for plasma [homocysteine] in healthy mice and humans: 5–10 µmol/l). These mice exhibited cognitive impairment on the two-day radial arm water maze, increased metalloproteinase (MMP2, MMP9) activity in brain tissue and small focal cerebral haemorrhages19. The methionine-enriched, B6/B9/B12-defficient diet was also applied to dual mutant APP/PS1 mice20. In these animals, cerebral microhemorrhages (evident on MRI and histology) were accompanied by redistribution of β-amyloid deposits from brain parenchyma to the microvasculature20.
In rats B9-folate deficiency alone was sufficient to induce HHCy and cognitive impairment, and to reduce cerebral blood volume and reactivity measured by absolute, non-invasive near infra-red spectroscopy42. While the molecular mechanism of HHCy-induced VCID is unclear, the locus of pathology appears to be vascular rather than neuronal41.
Animal models of Blood-brain barrier dysfunction
Pdgfr−/− mice deficient in pericytes, the contractile cells that ensheath capillary vessels, showed progressive BBB breakdown from one month of age, with increasing extravasation of plasma proteins in the hippocampus and cerebral cortex. This was accompanied by reduced capillary density and age-dependent reduction in baseline CBF and response to a vasogenic stimulus (whisker twitch)43. By 16 months of age the mice exhibited pronounced neuronal loss within the hippocampus, accompanied by impaired performance in a simple assay of learning (novel object recognition task)43.
APOE genotype is a risk factor for sporadic AD. The APOE ε4 allele increases risk, possibly via a toxic effect of the APOE ε4 gene product, or via loss of physiological APOE function. In an elegant series of target replacement (TR) studies, mice lacking native ApoE expressed the human alleles APOE 2, 3 or 4, under an astrocyte-specific promoter. TR mice carrying only the APOE ε4 allele (like ApoE−/− null mice) exhibited enhanced BBB permeability that was evident by two weeks of postnatal age25, 26. This was dependent on MMP9 activity, induced via the pro-inflammatory cytokine cyclophilin-A25. None of these changes was evident in APOE2 or APOE3 TR mice. APOE4 TR mice exhibited worse spatial memory relative to age-matched APOE3 TR animals at older ages (12, 24 months) but also in young adulthood (3 months)27, 28.
Regional CBF was much reduced in the APOE4 TR or ApoE−/− null animals at 9 months of age. CBF could be restored and was at normal levels in double knockout animals, lacking ApoE as well as the gene for cyclophilin-A25. These well-defined transgenic animal systems allow specific biochemical pathways to be explored. The gene product of APOE3 binds to the membrane transporter LRP1, and this supresses the harmful effects of cyclophilin-A on MMP9 activation and BBB breach25. These experiments also suggest that the harmful effect of APOE4 is loss of function, rather than a toxic action of the APOE4 gene product. A functional APOE and LRP1 transport system stimulates clearance of amyloid peptides and possibly other brain parenchymal debris. Further, when APOE4 TR mice are crossed to the APP transgenic mouse models of amyloid deposition, CAA is significantly increased, suggesting a potential role for ApoE4 in the vascular accumulation of amyloid44.
Another molecular participant in β-amyloid clearance from brain tissue is PICALM, a phosphoinositide binding protein associated with clathrin that is required for endocytosis and internalisation of cell surface receptors. PICALM interacts with endothelial LRP1 to mediate β-amyloid clearance from brain tissue45. Heterozygous Picalm+/− mice, expressing sub-physiological levels of PICALM protein in brain endothelium, exhibited increased β-amyloid neuropathology and some cognitive impairment, assessed with measures of nest-building and burrowing45. PICALM has emerged as a candidate in genome wide association studies (GWAS) for AD, suggesting a key role in the pathogenesis of AD and dementia46.
CADASIL and CARASIL mice
CADASIL and CARASIL are rare monogenic forms of SVD, leading to early-onset VCID. In CADASIL the underlying gene is NOTCH3 and in CARASIL the gene is HTRA1.
Notch3R169C transgenic mice have 4-fold overexpression of CADASIL-associated mutant Notch3. These mice exhibit defective CBF reactivity from 5 months of age, reduced CBF from 12 months and progressive WML from 18 months21. The main WML were microvacuoles within the myelin sheath, suggested to reflect defective ion-water homeostasis24. There was no apparent loss of oligodendrocyte density and axons were intact24. The extracellular matrix proteins vitronectin and TIMP-3 accumulated in the vascular GOM deposits that are characteristic of CADASIL. Double-transgenic mice that express CADASIL-causing Notch3 mutations, in addition to being heterozygous null for vitronectin, exhibit rescue from WML at 12 to 20 months of age, but not rescue of impaired CBF. Stroke lesions have not been reported for these mice (up to age 24 months). Another transgenic strain has recently been reported22, carrying the human genomic NOTCH3 sequence. Knock-in Notch3Arg170Cys mouse models, with a mutation in the endogenous Notch3 gene23, developed a CADASIL-like vessel pathology and, in addition, some incidence of parenchymal lesions (from 20 months of age)23. Micro-infarcts, micro-haemorrhages and behavioural motor deficits were seen in a minority (up to 12%) of these mutant mice up to age 13 months23.
HTRA1 encodes a secreted serine protease that is involved in TGFβ signalling. CARASIL-causing mutations result in loss of HtrA1 activity. Brain tissue from Htra1−/− null mice, and fibroblasts from CARASIL patients, exhibited reduced TGFβ signalling and dysregulation of an extracellular TGFβ-binding protein (LTPB-1) that is a novel HtrA1 target47. In brain tissue from Htra1 null mice, LTBP1 levels were augmented and TGFβ signalling depressed47.
Discussion
Co-morbid models
Greater understanding of interactions between risk factors, genotype and specific vascular lesions (Figure 3) may come from animals with multiple pathologies and/or co-morbidities. Examples are hypertensive rats with JPD diet and brain hypoperfusion14, 16, or diet-induced HHCy combined with AD pathology20. In AD molecular understanding is more advanced than in VCID and transgenic AD models are well-established. VCID-AD overlap and interaction may therefore be explored using vascular challenges combined with brain-injected Aβ peptides48 or in APP transgenic animals30.
Figure 3.
Schematic for VCID pathogenesis.
Numerous risk factors, some of which are listed, impact on vessel and parenchymal changes, and also on the mechanisms that link these to each other and to VCID. In addition, rare monogenic mutations are causal, including NOTCH3, HTRA1 and COL4A1/COL4A2 (the genes encoding collagen-α1IV and collagen-α2IV).
Larger Species
Larger animals (primates, dogs, sheep, swine) have longer natural life span than rodents, and offer valuable data relevant to the human brain gyrencephalic anatomy, abundant white-matter and arterial morphology (Figure 2), even though cohort sizes may necessarily be limited13, 33. They can be subjected to VCID-relevant risk factors (old age, hypertension, high-fat diet, physical exercise status). Rhesus macaques 20–30 years of age are considered analogous to older people 60–90 years of age33. Quantitative MRI of these animals shows a highly significant reduction in white matter volume with increasing age33. In old dogs a cognitive dysfunction syndrome, featuring some aspects of VCID, has been described49. Experimental sheep models have recently been developed to simulate acute ischemic stroke50, 51. Sophisticated cognitive testing paradigms are available for primates32, 52. By contrast, cognitive paradigms for large domestic species are currently rudimentary53, 54.
A very small species: Zebrafish
Perturbation of FOXC1 (which encodes a forkhead-like transcription factor) in Danio rerio led to cerebral haemorrhages55. FOXC1. GWAS studies suggested possible linkage of the FOXC1 locus with SVD phenotype (white matter hyperintensities). Suppression of FOXC1 also affected PDGF signalling and CNS development55. The zebrafish offers a rapid screening platform for genetic alterations.
Summary
Animal models have great potential to increase our understanding of specific vessel pathologies, how these cause parenchymal lesions, how known risk factors influence vessel and parenchymal changes, and the mechanisms that link them all to VCID (Figure 3).
For example, transgenic animals permit well-controlled testing of molecular hypotheses regarding a functional pathway, such as ApoE-mediated clearance25, 26, 43, 45. “CADASIL mice” carrying Notch3 mutations combine a known molecular cause with biologically-appropriate vessel pathology and parenchymal lesions reminiscent of human SVD21–24. The risk factor HHCy is induced by dietary manipulation in rodents, which exhibit vessel fibrosis, microhaemorrhages and cognitive deficits17–20. HHCy mice and rats offer a valuable platform for identifying the currently-unknown molecular targets of HHCy-related brain disease41. Diffuse WML can be induced in rodents following chronic hypoperfusion9–12 and also in SHRSP with dietary and surgical co-morbidities14, 16, in both conditions with some concomitant cognitive deficit. As noted, the vascular pathology in these animals is likely to differ from human VCID (Figure 3).
There are several directions for future progress. In our view experimental species with closer metabolic and immunological similarity to humans (primates, larger domestic species) will make pre-clinical testing of interventions more translational. Given the multi-factorial nature of the VCID spectrum, co-morbid animals may also accelerate discovery biology for VCID treatments. While the models discussed here clearly do not reflect the full pathogenic pathway of human disease (Figure 3) they represent a pragmatic test-bed for interventions11, 12, 16. VCID is a broad concept1, and there is no one “optimal VCID model”. We hope that this review will assist selection of experimental models most relevant to the aspect of VCID under study.
Supplementary Material
Acknowledgments
Sources of Funding
We gratefully acknowledge funding from Alzheimer's Drug Discovery Foundation (ADDF grant no. 20140901), Alzheimers Society UK (PG146/151) and Alzheimers Research UK (PPG2014A-8) to AHH and JM, and from the National Institute of Neurological Disorders and Stroke/NIH (grant 1R01NS079637) to DMW.
Footnotes
Disclosures: None
Reference List
- 1.Gorelick PB, Scuteri A, Black SE, DeCarli C, Greenberg SM, Iadecola C, et al. Vascular contributions to cognitive impairment and dementia: a statement for healthcare professionals from the american heart association/american stroke association. Stroke. 2011;42:2672–2713. doi: 10.1161/STR.0b013e3182299496. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Esiri MM, Wilcock GK, Morris JH. Neuropathological assessment of the lesions of significance in vascular dementia. J Neurol Neurosurg Psychiatry. 1997;63:749–753. doi: 10.1136/jnnp.63.6.749. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Pantoni L. Cerebral small vessel disease: from pathogenesis and clinical characteristics to therapeutic challenges. Lancet Neurol. 2010;9:689–701. doi: 10.1016/S1474-4422(10)70104-6. [DOI] [PubMed] [Google Scholar]
- 4.Prins ND, Scheltens P. White matter hyperintensities, cognitive impairment and dementia: an update. Nat Rev Neurol. 2015;11:157–165. doi: 10.1038/nrneurol.2015.10. [DOI] [PubMed] [Google Scholar]
- 5.Hainsworth AH, Oommen AT, Bridges LR. Endothelial cells and human cerebral small vessel disease. Brain Pathol. 2015;25:44–50. doi: 10.1111/bpa.12224. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Lammie GA. Hypertensive cerebral small vessel disease and stroke. Brain Pathol. 2002;12:358–370. doi: 10.1111/j.1750-3639.2002.tb00450.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Hainsworth AH, Brittain JF, Khatun H. Pre-clinical models of human cerebral small vessel disease: Utility for clinical application. J Neurol Sci. 2012;322:237–240. doi: 10.1016/j.jns.2012.05.046. [DOI] [PubMed] [Google Scholar]
- 8.Jiwa NS, Garrard P, Hainsworth AH. Experimental models of vascular dementia and vascular cognitive impairment. A systematic review. J Neurochem. 2010;115:814–828. doi: 10.1111/j.1471-4159.2010.06958.x. [DOI] [PubMed] [Google Scholar]
- 9.Holland PR, Searcy JL, Salvadores N, Scullion G, Chen G, Lawson G, et al. Gliovascular disruption and cognitive deficits in a mouse model with features of small vessel disease. J Cereb Blood Flow Metab. 2015;35:1005–1014. doi: 10.1038/jcbfm.2015.12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Kitamura A, Fujita Y, Oishi N, Kalaria RN, Washida K, Maki T, et al. Selective white matter abnormalities in a novel rat model of vascular dementia. Neurobiol Aging. 2012;33:1012–1035. doi: 10.1016/j.neurobiolaging.2011.10.033. [DOI] [PubMed] [Google Scholar]
- 11.Hattori Y, Enmi J, Kitamura A, Yamamoto Y, Saito S, Takahashi Y, et al. A novel mouse model of subcortical infarcts with dementia. J Neurosci. 2015;35:3915–3928. doi: 10.1523/JNEUROSCI.3970-14.2015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Kitamura A, Saito S, Maki T, Oishi N, Ayaki T, Hattori Y, et al. Gradual cerebral hypoperfusion in spontaneously hypertensive rats induces slowly evolving white matter abnormalities and impairs working memory. J Cereb Blood Flow Metab. 2015 doi: 10.1177/0271678X15606717. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Chen A, Akinyemi RO, Hase Y, Firbank MJ, Ndung'u MN, Foster V, et al. Frontal white matter hyperintensities, clasmatodendrosis and gliovascular abnormalities in ageing and post-stroke dementia. Brain. 2016;139:242–258. doi: 10.1093/brain/awv328. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Jalal FY, Yang Y, Thompson J, Lopez AC, Rosenberg GA. Myelin loss associated with neuroinflammation in hypertensive rats. Stroke. 2012;43:1115–1122. doi: 10.1161/STROKEAHA.111.643080. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Weaver J, Jalal FY, Yang Y, Thompson J, Rosenberg GA, Liu KJ. Tissue oxygen is reduced in white matter of spontaneously hypertensive-stroke prone rats: a longitudinal study with electron paramagnetic resonance. J Cereb Blood Flow Metab. 2014;34:890–896. doi: 10.1038/jcbfm.2014.35. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Jalal FY, Yang Y, Thompson JF, Roitbak T, Rosenberg GA. Hypoxia-induced neuroinflammatory white-matter injury reduced by minocycline in SHR/SP. J Cereb Blood Flow Metab. 2015;35:1145–1153. doi: 10.1038/jcbfm.2015.21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Troen AM, Chao WH, Crivello NA, D'Anci KE, Shukitt-Hale B, Smith DE, et al. Cognitive impairment in folate-deficient rats corresponds to depleted brain phosphatidylcholine and is prevented by dietary methionine without lowering plasma homocysteine. J Nutr. 2008;138:2502–2509. doi: 10.3945/jn.108.093641. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Fuso A, Nicolia V, Ricceri L, Cavallaro RA, Isopi E, Mangia F, et al. S-adenosylmethionine reduces the progress of the Alzheimer-like features induced by B-vitamin deficiency in mice. Neurobiol Aging. 2012;33:1482-16. doi: 10.1016/j.neurobiolaging.2011.12.013. [DOI] [PubMed] [Google Scholar]
- 19.Sudduth TL, Powell DK, Smith CD, Greenstein A, Wilcock DM. Induction of hyperhomocysteinemia models vascular dementia by induction of cerebral microhemorrhages and neuroinflammation. J Cereb Blood Flow Metab. 2013;33:708–715. doi: 10.1038/jcbfm.2013.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Sudduth TL, Weekman EM, Brothers HM, Braun K, Wilcock DM. beta-amyloid deposition is shifted to the vasculature and memory impairment is exacerbated when hyperhomocysteinemia is induced in APP/PS1 transgenic mice. Alzheimers Res Ther. 2014;6:32. doi: 10.1186/alzrt262. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Joutel A, Monet-Lepretre M, Gosele C, Baron-Menguy C, Hammes A, Schmidt S, et al. Cerebrovascular dysfunction and microcirculation rarefaction precede white matter lesions in a mouse genetic model of cerebral ischemic small vessel disease. J Clin Invest. 2010;120:433–445. doi: 10.1172/JCI39733. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Rutten JW, Klever RR, Hegeman IM, Poole DS, Dauwerse HG, Broos LA, et al. The NOTCH3 score: a pre-clinical CADASIL biomarker in a novel human genomic NOTCH3 transgenic mouse model with early progressive vascular NOTCH3 accumulation. Acta Neuropathol Commun. 2015;3:89. doi: 10.1186/s40478-015-0268-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Wallays G, Nuyens D, Silasi-Mansat R, Souffreau J, Callaerts-Vegh Z, Van NA, et al. Notch3 Arg170Cys knock-in mice display pathologic and clinical features of the neurovascular disorder cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy. Arterioscler Thromb Vasc Biol. 2011;31:2881–2888. doi: 10.1161/ATVBAHA.111.237859. [DOI] [PubMed] [Google Scholar]
- 24.Cognat E, Cleophax S, Domenga-Denier V, Joutel A. Early white matter changes in CADASIL: evidence of segmental intramyelinic oedema in a pre-clinical mouse model. Acta Neuropathol Commun. 2014;2:49. doi: 10.1186/2051-5960-2-49. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Bell RD, Winkler EA, Singh I, Sagare AP, Deane R, Wu Z, et al. Apolipoprotein E controls cerebrovascular integrity via cyclophilin A. Nature. 2012;485:512–516. doi: 10.1038/nature11087. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Nishitsuji K, Hosono T, Nakamura T, Bu G, Michikawa M. Apolipoprotein E regulates the integrity of tight junctions in an isoform-dependent manner in an in vitro blood-brain barrier model. J Biol Chem. 2011;286:17536–17542. doi: 10.1074/jbc.M111.225532. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Yin J, Turner GH, Coons SW, Maalouf M, Reiman EM, Shi J. Association of amyloid burden, brain atrophy and memory deficits in aged apolipoprotein epsilon4 mice. Curr Alzheimer Res. 2014;11:283–290. doi: 10.2174/156720501103140329220007. [DOI] [PubMed] [Google Scholar]
- 28.Rodriguez GA, Burns MP, Weeber EJ, Rebeck GW. Young APOE4 targeted replacement mice exhibit poor spatial learning and memory, with reduced dendritic spine density in the medial entorhinal cortex. Learn Mem. 2013;20:256–266. doi: 10.1101/lm.030031.112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Nishio K, Ihara M, Yamasaki N, Kalaria RN, Maki T, Fujita Y, et al. A mouse model characterizing features of vascular dementia with hippocampal atrophy. Stroke. 2010;41:1278–1284. doi: 10.1161/STROKEAHA.110.581686. [DOI] [PubMed] [Google Scholar]
- 30.Okamoto Y, Yamamoto T, Kalaria RN, Senzaki H, Maki T, Hase Y, et al. Cerebral hypoperfusion accelerates cerebral amyloid angiopathy and promotes cortical microinfarcts. Acta Neuropathol. 2012;123:381–394. doi: 10.1007/s00401-011-0925-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Bink DI, Ritz K, Aronica E, van der Weerd L, Daemen MJ. Mouse models to study the effect of cardiovascular risk factors on brain structure and cognition. J Cereb Blood Flow Metab. 2013;33:1666–1684. doi: 10.1038/jcbfm.2013.140. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Moss MB, Jonak E. Cerebrovascular disease and dementia: a primate model of hypertension and cognition. Alzheimers Dement. 2007;3:S6–S15. doi: 10.1016/j.jalz.2007.01.002. [DOI] [PubMed] [Google Scholar]
- 33.Kohama SG, Rosene DL, Sherman LS. Age-related changes in human and non-human primate white matter: from myelination disturbances to cognitive decline. Age (Dordr) 2012;34:1093–1110. doi: 10.1007/s11357-011-9357-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Nonaka H, Akima M, Hatori T, Nagayama T, Zhang Z, Ihara F. Microvasculature of the human cerebral white matter: arteries of the deep white matter. Neuropathology. 2003;23:111–118. doi: 10.1046/j.1440-1789.2003.00486.x. [DOI] [PubMed] [Google Scholar]
- 35.DelSette M, Eliasziw M, Streifler JY, Hachinski VC, Fox AJ, Barnett HJ. Internal borderzone infarction: a marker for severe stenosis in patients with symptomatic internal carotid artery disease. For the North American Symptomatic Carotid Endarterectomy (NASCET) Group. Stroke. 2000;31:631–636. doi: 10.1161/01.str.31.3.631. [DOI] [PubMed] [Google Scholar]
- 36.Dirnagl U, Becker K, Meisel A. Preconditioning and tolerance against cerebral ischaemia: from experimental strategies to clinical use. Lancet Neurol. 2009;8:398–412. doi: 10.1016/S1474-4422(09)70054-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Brittain JF, McCabe C, Khatun H, Kaushal N, Bridges LR, Holmes WM, et al. An MRI-histological study of white matter in stroke-free SHRSP. J Cereb Blood Flow Metab. 2013;33:760–763. doi: 10.1038/jcbfm.2013.14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Henning EC, Warach S, Spatz M. Hypertension-induced vascular remodeling contributes to reduced cerebral perfusion and the development of spontaneous stroke in aged SHRSP rats. J Cereb Blood Flow Metab. 2010;30:827–836. doi: 10.1038/jcbfm.2009.246. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Chan SL, Baumbach GL. Nox2 deficiency prevents hypertension-induced vascular dysfunction and hypertrophy in cerebral arterioles. Int J Hypertens. 2013;2013:793630. doi: 10.1155/2013/793630. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Capone C, Faraco G, Peterson JR, Coleman C, Anrather J, Milner TA, et al. Central cardiovascular circuits contribute to the neurovascular dysfunction in angiotensin II hypertension. J Neurosci. 2012;32:4878–4886. doi: 10.1523/JNEUROSCI.6262-11.2012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Hainsworth AH, Yeo NE, Weekman EM, Wilcock DM. Homocysteine, hyperhomocysteinemia and vascular contributions to cognitive impairment and dementia (VCID) Biochim Biophys Acta. 2016;1862:1008–1017. doi: 10.1016/j.bbadis.2015.11.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Hallacoglu B, Sassaroli A, Fantini S, Troen AM. Cerebral perfusion and oxygenation are impaired by folate deficiency in rat: absolute measurements with noninvasive near-infrared spectroscopy. J Cereb Blood Flow Metab. 2011;31:1482–1492. doi: 10.1038/jcbfm.2011.13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Bell RD, Winkler EA, Sagare AP, Singh I, LaRue B, Deane R, et al. Pericytes control key neurovascular functions and neuronal phenotype in the adult brain and during brain aging. Neuron. 2010;68:409–427. doi: 10.1016/j.neuron.2010.09.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Fryer JD, Taylor JW, Demattos RB, Bales KR, Paul SM, Parsadanian M, et al. Apolipoprotein E markedly facilitates age-dependent cerebral amyloid angiopathy and spontaneous hemorrhage in amyloid precursor protein transgenic mice. J Neurosci. 2003;23:7889–7896. doi: 10.1523/JNEUROSCI.23-21-07889.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Zhao Z, Sagare AP, Ma Q, Halliday MR, Kong P, Kisler K, et al. Central role for PICALM in amyloid-beta blood-brain barrier transcytosis and clearance. Nat Neurosci. 2015;18:978–987. doi: 10.1038/nn.4025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Beecham GW, Hamilton K, Naj AC, Martin ER, Huentelman M, Myers AJ, et al. Genome-wide association meta-analysis of neuropathologic features of Alzheimer's disease and related dementias. PLoS Genet. 2014;10:e1004606. doi: 10.1371/journal.pgen.1004606. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Beaufort N, Scharrer E, Kremmer E, Lux V, Ehrmann M, Huber R, et al. Cerebral small vessel disease-related protease HtrA1 processes latent TGF-beta binding protein 1 and facilitates TGF-beta signaling. Proc Natl Acad Sci U S A. 2014;111:16496–16501. doi: 10.1073/pnas.1418087111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Choi BR, Lee SR, Han JS, Woo SK, Kim KM, Choi DH, et al. Synergistic memory impairment through the interaction of chronic cerebral hypoperfusion and amlyloid toxicity in a rat model. Stroke. 2011;42:2595–2604. doi: 10.1161/STROKEAHA.111.620179. [DOI] [PubMed] [Google Scholar]
- 49.Cotman CW, Head E. The canine (dog) model of human aging and disease: dietary, environmental and immunotherapy approaches. J Alzheimers Dis. 2008;15:685–707. doi: 10.3233/jad-2008-15413. [DOI] [PubMed] [Google Scholar]
- 50.Boltze J, Forschler A, Nitzsche B, Waldmin D, Hoffmann A, Boltze CM, et al. Permanent middle cerebral artery occlusion in sheep: a novel large animal model of focal cerebral ischemia. J Cereb Blood Flow Metab. 2008;28:1951–1964. doi: 10.1038/jcbfm.2008.89. [DOI] [PubMed] [Google Scholar]
- 51.Wells AJ, Vink R, Blumbergs PC, Brophy BP, Helps SC, Knox SJ, et al. A surgical model of permanent and transient middle cerebral artery stroke in the sheep. PLoS One. 2012;7:e42157. doi: 10.1371/journal.pone.0042157. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Schmitt V, Pankau B, Fischer J. Old world monkeys compare to apes in the primate cognition test battery. PLoS One. 2012;7:e32024. doi: 10.1371/journal.pone.0032024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Gieling E, Wehkamp W, Willigenburg R, Nordquist RE, Ganderup NC, van der Staay FJ. Performance of conventional pigs and Gottingen miniature pigs in a spatial holeboard task: effects of the putative muscarinic cognition impairer Biperiden. Behav Brain Funct. 2013;9:4. doi: 10.1186/1744-9081-9-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Rioja-Lang FC, Roberts DJ, Healy SD, Lawrence AB, Haskell MJ. Dairy cow feeding space requirements assessed in a Y-maze choice test. J Dairy Sci. 2012;95:3954–3960. doi: 10.3168/jds.2011-4962. [DOI] [PubMed] [Google Scholar]
- 55.French CR, Seshadri S, Destefano AL, Fornage M, Arnold CR, Gage PJ, et al. Mutation of FOXC1 and PITX2 induces cerebral small-vessel disease. J Clin Invest. 2014;124:4877–4881. doi: 10.1172/JCI75109. [DOI] [PMC free article] [PubMed] [Google Scholar]
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